The statistics below represent IT contracts advertised across the London region that had Data Architect featuring in the job title. Included is a guide to the contractor rates offered over the 3 months to 25 September 2016 with a comparison to same period over 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Data Architect
Rank 215 311 270
Rank change year-on-year
+96 -41
Contract jobs requiring a Data Architect 238 128 178
As % of all contract IT jobs located in London 1.05% 0.55% 0.73%
As % of the Job Titles category 1.11% 0.58% 0.76%
Number of daily rates quoted 158 82 131
Median daily rate £600 £550 £600
Median daily rate % change year-on-year
+9.09% -8.33%
90% offered a daily rate of more than £450 £425 £475
10% offered a daily rate of more than £750 £700 £775
UK excluding London median daily rate £550 £500 £500
% change year-on-year
+10.00% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £33.55 -
Data Architect
England

The following table is for comparison with the above and provides statistics for the entire Job Titles category in contract jobs advertised in the London region. Most job vacancies include a discernible job title. As such the figures in the first row provide an indication of the total number of contract jobs in the overall sample.

Job Titles Category
London
Contract IT job ads with a match in the
Job Titles category
21443 22185 23279
As % of all contract IT jobs located in London 94.77% 94.99% 94.89%
Number of daily rates quoted 15237 15665 16113
Median daily rate £463 £450 £425
Median daily rate % change year-on-year
+2.77% +5.88%
90% offered a daily rate of more than £300 £275 £270
10% offered a daily rate of more than £625 £617 £600
UK excluding London median daily rate £390 £376 £351
% change year-on-year
+3.86% +6.93%
Number of hourly rates quoted 268 350 441
Median hourly rate £17.10 £17.50 £17.50
Median hourly rate % change year-on-year
-2.28% -
90% offered a hourly rate of more than £11.50 £12.00 £11.50
10% offered a hourly rate of more than £46.50 £42.50 £40.00
UK excluding London median hourly rate £16.50 £17.33 £16.50
% change year-on-year
-4.78% +5.03%

Data Architect
Jobs Demand Trend in London

The demand trend of IT contracts across the London region that featured Data Architect in the job title.

Data Architect Jobs Demand Trend in London

Data Architect
Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Architect across the London region.

Data Architect Daily Rate Trend in London

Data Architect
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Architect across the London region over the 3 months to 25 September 2016.

Data Architect Daily Rate Histogram in London

Data Architect
Hourly Rate Trend in London

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Architect across the London region.

Data Architect Hourly Rate Trend in London

Data Architect
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Architect within the London region over the 3 months to 25 September 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +22 30 £610 +10.90% 7
Uxbridge +2 1 - -
Canary Wharf -1 1 £600 -
Croydon -13 1 - -
Brentford - 1 £455 -
Hillingdon - 1 £375 -
Data Architect
England

Data Architect Skill Set
Top 30 Related IT Skills in London

For the 6 months to 25 September 2016, Data Architect contract jobs required the following IT skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the London region featuring Data Architect in the job title.

1 203 (44.62%) Data Modelling
2 152 (33.41%) Data Architecture
3 142 (31.21%) Big Data
4 120 (26.37%) Data Warehouse
4 120 (26.37%) Data Management
5 119 (26.15%) Business Intelligence
6 115 (25.27%) SQL
7 98 (21.54%) Hadoop
8 97 (21.32%) Finance
9 81 (17.80%) Analytics
10 72 (15.82%) ETL
11 67 (14.73%) Data Quality
12 66 (14.51%) Master Data Management
13 62 (13.63%) Agile Software Development
14 61 (13.41%) Oracle
15 59 (12.97%) Migration
15 59 (12.97%) NoSQL
15 59 (12.97%) Apache Spark
16 53 (11.65%) Banking
17 51 (11.21%) Security Cleared
17 51 (11.21%) Data Integration
18 50 (10.99%) Enterprise Architecture
18 50 (10.99%) SQL Server
19 47 (10.33%) Data Governance
19 47 (10.33%) Data Centre
20 45 (9.89%) TOGAF
21 44 (9.67%) Data Analysis
22 43 (9.45%) SC Cleared
23 42 (9.23%) Retail
24 41 (9.01%) Java

Data Architect Skill Set
Top Related IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 59 (12.97%) Apache Spark
2 16 (3.52%) Apache Pig
3 14 (3.08%) Apache
4 9 (1.98%) Elasticsearch
5 8 (1.76%) SAS
6 6 (1.32%) Apache Solr
6 6 (1.32%) Confluence
7 5 (1.10%) BizTalk Server
8 4 (0.88%) IIS
9 3 (0.66%) JBoss
10 2 (0.44%) IBM Domino
10 2 (0.44%) Mule
11 1 (0.22%) Liferay
11 1 (0.22%) NetWeaver
11 1 (0.22%) Oracle Coherence
Applications
1 6 (1.32%) MS Project
2 3 (0.66%) MS Excel
2 3 (0.66%) Spreadsheet
3 2 (0.44%) MS Office
4 1 (0.22%) SPSS
Business Applications
1 13 (2.86%) Oracle EBS
2 6 (1.32%) Unica
3 5 (1.10%) Dynamics CRM
4 4 (0.88%) Oracle Retail
4 4 (0.88%) Salesforce.com CRM
5 3 (0.66%) Oracle Assets
6 2 (0.44%) Oracle EBS R12
6 2 (0.44%) Oracle HRMS
6 2 (0.44%) SAP Oil and Gas
7 1 (0.22%) Markit EDM
7 1 (0.22%) SAP CRM
7 1 (0.22%) SAP MDM
Cloud Services
1 22 (4.84%) Microsoft Azure
2 21 (4.62%) Amazon AWS
3 11 (2.42%) SaaS
4 7 (1.54%) Amazon S3
4 7 (1.54%) Azure Machine Learning
4 7 (1.54%) IaaS
5 6 (1.32%) PaaS
6 3 (0.66%) Google Cloud Platform
6 3 (0.66%) iPaaS
7 2 (0.44%) Cloud Computing
8 1 (0.22%) Amazon EMR
8 1 (0.22%) GitHub
8 1 (0.22%) IBM Cloud
8 1 (0.22%) Office 365
Communications & Networking
1 17 (3.74%) Firewall
2 11 (2.42%) LAN
2 11 (2.42%) WAN
3 10 (2.20%) HTTP
4 5 (1.10%) Network Security
5 4 (0.88%) TCP/IP
5 4 (0.88%) VPN
5 4 (0.88%) WLAN
6 3 (0.66%) SAN
7 2 (0.44%) Kerberos
8 1 (0.22%) BGP
8 1 (0.22%) DHCP
8 1 (0.22%) DNS
8 1 (0.22%) EIGRP
8 1 (0.22%) Internet
8 1 (0.22%) IPsec
8 1 (0.22%) LDAP
8 1 (0.22%) OSPF
8 1 (0.22%) VoIP
8 1 (0.22%) VRRP
Database & Business Intelligence
1 142 (31.21%) Big Data
2 120 (26.37%) Data Warehouse
3 98 (21.54%) Hadoop
4 59 (12.97%) NoSQL
5 50 (10.99%) SQL Server
6 30 (6.59%) Relational Database
7 29 (6.37%) Apache Hive
8 24 (5.27%) Data Lake
9 22 (4.84%) MongoDB
10 20 (4.40%) Oracle Database
10 20 (4.40%) QlikView
11 17 (3.74%) HBase
11 17 (3.74%) SQL Server 2008
12 16 (3.52%) Apache Cassandra
13 15 (3.30%) SQL Server Integration Services
14 14 (3.08%) RDBMS
15 13 (2.86%) PostgreSQL
15 13 (2.86%) Sqoop
16 10 (2.20%) CouchDB
16 10 (2.20%) SQL Server Analysis Services
Development Applications
1 25 (5.49%) ERwin
2 13 (2.86%) JIRA
3 6 (1.32%) Talend Open Studio
4 2 (0.44%) Maven
5 1 (0.22%) Git (software)
5 1 (0.22%) Jenkins
5 1 (0.22%) PowerDesigner
5 1 (0.22%) SQL Server Management Studio (SSMS)
5 1 (0.22%) Subversion
5 1 (0.22%) Team Foundation Server
5 1 (0.22%) Visual Studio
General
1 97 (21.32%) Finance
2 53 (11.65%) Banking
3 42 (9.23%) Retail
4 26 (5.71%) Investment Banking
5 15 (3.30%) Marketing
6 9 (1.98%) Publishing
7 8 (1.76%) Telecoms
8 6 (1.32%) Law
9 4 (0.88%) Legal
9 4 (0.88%) Retail Banking
10 3 (0.66%) Financial Institution
10 3 (0.66%) Front Office
11 2 (0.44%) Back Office
11 2 (0.44%) Manufacturing
12 1 (0.22%) Electronics
Libraries, Frameworks & Software Standards
1 36 (7.91%) XML
2 22 (4.84%) Web Services
3 15 (3.30%) .NET
4 12 (2.64%) JSON
4 12 (2.64%) Kafka
5 11 (2.42%) RESTful
6 10 (2.20%) REST
7 8 (1.76%) EDI
7 8 (1.76%) XSD
8 7 (1.54%) Middleware
9 5 (1.10%) ASP.NET
9 5 (1.10%) FpML
10 4 (0.88%) IBM Integration Bus
10 4 (0.88%) J2EE
10 4 (0.88%) XSLT
11 3 (0.66%) FIX Protocol
11 3 (0.66%) HTML
11 3 (0.66%) HTML5
11 3 (0.66%) JRules
11 3 (0.66%) Spring
Miscellaneous
1 51 (11.21%) Data Integration
2 47 (10.33%) Data Centre
3 32 (7.03%) Management Information System
4 29 (6.37%) Analytical Skills
5 20 (4.40%) Reference Data
5 20 (4.40%) Visualisation
6 13 (2.86%) Statistics
7 11 (2.42%) Data Structures
8 10 (2.20%) Computer Science
9 9 (1.98%) N-Tier
9 9 (1.98%) Ontologies
10 8 (1.76%) Enterprise Software
11 7 (1.54%) Hybrid Cloud
12 6 (1.32%) Algorithms
12 6 (1.32%) Taxonomies
12 6 (1.32%) Virtual Team
13 5 (1.10%) Market Risk
13 5 (1.10%) Replication
14 4 (0.88%) DataPower
14 4 (0.88%) W3C
Operating Systems
1 17 (3.74%) Linux
2 15 (3.30%) Windows
3 11 (2.42%) Unix
4 4 (0.88%) Windows Server 2008
4 4 (0.88%) Windows Server 2012
5 3 (0.66%) SUSE
5 3 (0.66%) Windows Server 2003
Processes & Methodologies
1 203 (44.62%) Data Modelling
2 152 (33.41%) Data Architecture
3 120 (26.37%) Data Management
4 119 (26.15%) Business Intelligence
5 81 (17.80%) Analytics
6 72 (15.82%) ETL
7 66 (14.51%) Master Data Management
8 62 (13.63%) Agile Software Development
9 59 (12.97%) Migration
10 50 (10.99%) Enterprise Architecture
11 47 (10.33%) Data Governance
12 45 (9.89%) TOGAF
13 44 (9.67%) Data Analysis
14 38 (8.35%) SOA
15 34 (7.47%) Open Source
16 33 (7.25%) Stakeholder Management
17 31 (6.81%) UML
18 24 (5.27%) Data Migration
18 24 (5.27%) Logical Data Model
19 21 (4.62%) Data Transformation
Programming Languages
1 115 (25.27%) SQL
2 41 (9.01%) Java
3 27 (5.93%) Python
4 25 (5.49%) Scala
5 18 (3.96%) R
6 8 (1.76%) PL/SQL
7 7 (1.54%) SPARQL
7 7 (1.54%) T-SQL
8 4 (0.88%) C
8 4 (0.88%) C#
9 3 (0.66%) Perl
9 3 (0.66%) PHP
9 3 (0.66%) Shell Script
10 2 (0.44%) Bash Shell
10 2 (0.44%) JavaScript
11 1 (0.22%) COBOL
11 1 (0.22%) Delphi
11 1 (0.22%) Ruby
Qualifications
1 51 (11.21%) Security Cleared
2 43 (9.45%) SC Cleared
3 20 (4.40%) Degree
4 7 (1.54%) CISSP
5 3 (0.66%) CISM
6 2 (0.44%) CISA
6 2 (0.44%) CLAS
6 2 (0.44%) DV Cleared
6 2 (0.44%) ISEB
7 1 (0.22%) AWS Certification
7 1 (0.22%) CCIE
7 1 (0.22%) Cisco Certification
7 1 (0.22%) CTC Cleared
7 1 (0.22%) GIAC
7 1 (0.22%) IISP
7 1 (0.22%) ISSAP
Quality Assurance & Compliance
1 67 (14.73%) Data Quality
2 17 (3.74%) QA
3 11 (2.42%) Solvency II
4 9 (1.98%) MiFID
5 8 (1.76%) ISO20022
6 6 (1.32%) Dublin Core
7 4 (0.88%) Disclosure Scotland
8 2 (0.44%) ISO/IEC 27001
9 1 (0.22%) Dodd-Frank
9 1 (0.22%) EMIR
9 1 (0.22%) PCI DSS
System Software
1 15 (3.30%) Apache Flume
2 11 (2.42%) HDFS
3 8 (1.76%) VMware Infrastructure
4 6 (1.32%) Active Directory
4 6 (1.32%) Apache ZooKeeper
4 6 (1.32%) vCloud
5 5 (1.10%) Docker
6 4 (0.88%) Virtual Servers
7 3 (0.66%) Hyper-V
8 2 (0.44%) Btrfs
9 1 (0.22%) NFS
9 1 (0.22%) vSphere
9 1 (0.22%) Xen
Systems Management
1 8 (1.76%) DBAmp
2 7 (1.54%) Opscode Chef
3 5 (1.10%) BladeLogic
4 4 (0.88%) Ansible
5 3 (0.66%) Oozie
5 3 (0.66%) Puppet
6 2 (0.44%) Control-M
6 2 (0.44%) Hadoop YARN
7 1 (0.22%) AirWatch
7 1 (0.22%) Ambari
7 1 (0.22%) Microsoft Intune
7 1 (0.22%) MOM
7 1 (0.22%) Rsyslog
Vendors
1 61 (13.41%) Oracle
2 37 (8.13%) Microsoft
3 28 (6.15%) IBM
4 17 (3.74%) Informatica
4 17 (3.74%) Tableau
5 13 (2.86%) Cloudera
5 13 (2.86%) Salesforce.com
6 12 (2.64%) Hortonworks
6 12 (2.64%) SAP
7 11 (2.42%) Cognos
8 10 (2.20%) VMware
9 9 (1.98%) Teradata
10 6 (1.32%) Talend
11 5 (1.10%) Cisco
11 5 (1.10%) GoldenSource
11 5 (1.10%) TIBCO
12 4 (0.88%) Blue Coat
12 4 (0.88%) CheckPoint
13 3 (0.66%) Intel Security
13 3 (0.66%) Mercator
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